236 citations · 238 across the 5 of their papers we have counts for
5 papers
Beyond Scanpaths: Graph-Based Gaze Simulation in Dynamic Scenes
Luke Palmer, Petar Palasek, Hazem Abdelkawy
Accurately modelling human attention is essential for numerous computer vision applications, particularly in the domain of automotive safety. Existing methods typically collapse ga…
Self-Attention And Beyond the Infinite: Towards Linear Transformers with Infinite Self-Attention
Giorgio Roffo, Hazem Abdelkawy, Nilli Lavie +1
The quadratic cost of softmax attention limits Transformer scalability in high-resolution vision. We introduce Infinite Self-Attention (InfSA), a spectral reformulation that treats…
MonoCInIS: Camera Independent Monocular 3D Object Detection using Instance Segmentation
Jonas Heylen, Mark De Wolf, Bruno Dawagne +5
Monocular 3D object detection has recently shown promising results, however there remain challenging problems. One of those is the lack of invariance to different camera intrinsic…
Leveraging Recent Advances in Deep Learning for Audio-Visual Emotion Recognition
Liam Schoneveld, Alice Othmani, Hazem Abdelkawy
Emotional expressions are the behaviors that communicate our emotional state or attitude to others. They are expressed through verbal and non-verbal communication. Complex human be…
Deep HMResNet Model for Human Activity-Aware Robotic Systems
Hazem Abdelkawy, Naouel Ayari, Abdelghani Chibani +2
Endowing the robotic systems with cognitive capabilities for recognizing daily activities of humans is an important challenge, which requires sophisticated and novel approaches. Mo…